Shuyi Fan

Explainable Automated Graph Representation Learning with Hyperparameter Importance

Current graph representation (GR) algorithms require huge demand of human experts in hyperparameter tuning, which significantly limits their practical applications, leading to an urge for automated graph representation without human intervention. Although automated machine learning (AutoML) serves a…